Labeled pupils in the wild (LPW)

The videos in our dataset were recorded from 22 participants in everyday locations at about 95 FPS using a state-of-the-art dark-pupil head-mounted eye tracker. They cover people with different ethnicities, a diverse set of everyday indoor and outdoor illumination environments, as well as natural gaze direction distributions.

The dataset also includes participants wearing glasses, contact lenses, as well as make-up. Each video in the dataset consists of about 2,000 frames with a resolution of 640x480 pixels and was recorded at about 95 FPS, resulting in a total of 130,856 video frames. All videos were manually ground-truth annotated with accurate pupil ellipse and centre positions.